Gender Biases in Automatic Evaluation Metrics for Image Captioning. - Haoyi Qiu; Zi-Yi Dou; Tianlu Wang; Asli Celikyilmaz; Nanyun Peng 001 (EMNLP, 2023)

Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. - Haoyi Qiu; Zi-Yi Dou; Tianlu Wang; Asli Celikyilmaz; Nanyun Peng 001 (CoRR, 2023)

AMRFact: Enhancing Summarization Factuality Evaluation with AMR-driven Training Data Generation. - Haoyi Qiu; Kung-Hsiang Huang; Jingnong Qu; Nanyun Peng 001 (CoRR, 2023)

VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. - Haoyi Qiu; Wenbo Hu 006; Zi-Yi Dou; Nanyun Peng 001 (ACL (Findings), 2024)

New Job, New Gender? Measuring the Social Bias in Image Generation Models. - Wenxuan Wang 001; Haonan Bai; Jen-tse Huang 001; Yuxuan Wan; Youliang Yuan; Haoyi Qiu; Nanyun Peng 001; Michael R. Lyu (ACM Multimedia, 2024)

AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation. - Haoyi Qiu; Kung-Hsiang Huang; Jingnong Qu; Nanyun Peng 001 (NAACL-HLT, 2024)

SafeWorld: Geo-Diverse Safety Alignment. - Da Yin; Haoyi Qiu; Kung-Hsiang Huang; Kai-Wei Chang; Nanyun Peng 001 (NeurIPS, 2024)

From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. - Kung-Hsiang Huang; Hou Pong Chan; Yi Ren Fung 001; Haoyi Qiu; Mingyang Zhou; Shafiq Joty; Shih-Fu Chang; Heng Ji 001 (CoRR, 2024)

Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding. - Kung-Hsiang Huang; Can Qin; Haoyi Qiu; Philippe Laban; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (ACL (Findings), 2025)

Evaluating Cultural and Social Awareness of LLM Web Agents. - Haoyi Qiu; Alexander R. Fabbri; Divyansh Agarwal; Kung-Hsiang Huang; Sarah Tan; Nanyun Peng 001; Chien-Sheng Wu (NAACL (Findings), 2025)

Multimodal Cultural Safety: Evaluation Frameworks and Alignment Strategies. - Haoyi Qiu; Kung-Hsiang Huang; Ruichen Zheng; Jiao Sun; Nanyun Peng 001 (CoRR, 2025)

From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. - Kung-Hsiang Huang; Hou Pong Chan; May Fung; Haoyi Qiu; Mingyang Zhou; Shafiq Joty; Shih-Fu Chang; Heng Ji 001 (IEEE Trans. Knowl. Data Eng., 2025)